Dataset statistics
| Number of variables | 39 |
|---|---|
| Number of observations | 114827 |
| Missing cells | 114827 |
| Missing cells (%) | 2.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 94.7 MiB |
| Average record size in memory | 864.4 B |
Variable types
| BOOL | 18 |
|---|---|
| CAT | 11 |
| NUM | 10 |
NextScore has constant value "114827" | Constant |
TeamWin has constant value "114827" | Constant |
IsSack has constant value "114827" | Constant |
IsMeasurement has constant value "114827" | Constant |
IsTwoPointConversion has constant value "114827" | Constant |
IsTwoPointConversionSuccessful has constant value "114827" | Constant |
IsNoPlay has constant value "114827" | Constant |
GameDate has a high cardinality: 197 distinct values | High cardinality |
Description has a high cardinality: 114808 distinct values | High cardinality |
SeasonYear is highly correlated with GameId | High correlation |
GameId is highly correlated with SeasonYear | High correlation |
IsPass is highly correlated with IsRush | High correlation |
IsRush is highly correlated with IsPass | High correlation |
PenaltyYards is highly correlated with IsPenaltyAccepted | High correlation |
IsPenaltyAccepted is highly correlated with PenaltyYards | High correlation |
PassType has 46436 (40.4%) missing values | Missing |
RushDirection has 68391 (59.6%) missing values | Missing |
Description is uniformly distributed | Uniform |
Minute has 9359 (8.2%) zeros | Zeros |
Second has 5671 (4.9%) zeros | Zeros |
Yards has 27481 (23.9%) zeros | Zeros |
PenaltyYards has 113138 (98.5%) zeros | Zeros |
Reproduction
| Analysis started | 2022-03-24 07:12:26.597747 |
|---|---|
| Analysis finished | 2022-03-24 07:12:49.699114 |
| Duration | 23.1 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
df_index
Real number (ℝ≥0)
| Distinct | 44755 |
|---|---|
| Distinct (%) | 39.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21625.389 |
|---|---|
| Minimum | 0 |
| Maximum | 46188 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Memory size | 897.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2178 |
| Q1 | 10711 |
| median | 21185 |
| Q3 | 32593 |
| 95-th percentile | 41691 |
| Maximum | 46188 |
| Range | 46188 |
| Interquartile range (IQR) | 21882 |
Descriptive statistics
| Standard deviation | 12723.4006 |
|---|---|
| Coefficient of variation (CV) | 0.5883547622 |
| Kurtosis | -1.177328518 |
| Mean | 21625.389 |
| Median Absolute Deviation (MAD) | 10920 |
| Skewness | 0.0662486437 |
| Sum | 2483178543 |
| Variance | 161884922.9 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 24998 | 4 | < 0.1% | |
| 30594 | 4 | < 0.1% | |
| 10586 | 4 | < 0.1% | |
| 10588 | 4 | < 0.1% | |
| 18978 | 4 | < 0.1% | |
| 37533 | 4 | < 0.1% | |
| 30564 | 4 | < 0.1% | |
| 37527 | 4 | < 0.1% | |
| 30565 | 4 | < 0.1% | |
| 10597 | 4 | < 0.1% | |
| 30567 | 4 | < 0.1% | |
| 37502 | 4 | < 0.1% | |
| 10613 | 4 | < 0.1% | |
| 18964 | 4 | < 0.1% | |
| 10617 | 4 | < 0.1% | |
| 37498 | 4 | < 0.1% | |
| 37491 | 4 | < 0.1% | |
| 37541 | 4 | < 0.1% | |
| 37545 | 4 | < 0.1% | |
| 30556 | 4 | < 0.1% | |
| 18996 | 4 | < 0.1% | |
| 10551 | 4 | < 0.1% | |
| 10554 | 4 | < 0.1% | |
| 18998 | 4 | < 0.1% | |
| 10557 | 4 | < 0.1% | |
| Other values (44730) | 114727 | 99.9% |
| Value | Count | Frequency (%) | |
| 0 | 2 | < 0.1% | |
| 1 | 4 | < 0.1% | |
| 2 | 3 | < 0.1% | |
| 3 | 2 | < 0.1% | |
| 4 | 4 | < 0.1% | |
| 5 | 4 | < 0.1% | |
| 6 | 4 | < 0.1% | |
| 7 | 4 | < 0.1% | |
| 8 | 2 | < 0.1% | |
| 10 | 4 | < 0.1% |
| Value | Count | Frequency (%) | |
| 46188 | 1 | < 0.1% | |
| 46186 | 1 | < 0.1% | |
| 46184 | 1 | < 0.1% | |
| 46183 | 1 | < 0.1% | |
| 46182 | 1 | < 0.1% | |
| 46181 | 1 | < 0.1% | |
| 46176 | 1 | < 0.1% | |
| 46175 | 1 | < 0.1% | |
| 46174 | 1 | < 0.1% | |
| 46173 | 1 | < 0.1% |
| Distinct | 987 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2019616215 |
|---|---|
| Minimum | 2018090600 |
| Maximum | 2021122700 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 897.2 KiB |
Quantile statistics
| Minimum | 2018090600 |
|---|---|
| 5-th percentile | 2018093000 |
| Q1 | 2018123010 |
| median | 2020091304 |
| Q3 | 2021010309 |
| 95-th percentile | 2021120509 |
| Maximum | 2021122700 |
| Range | 3032100 |
| Interquartile range (IQR) | 2887299 |
Descriptive statistics
| Standard deviation | 1129091.088 |
|---|---|
| Coefficient of variation (CV) | 0.0005590622019 |
| Kurtosis | -1.389889897 |
| Mean | 2019616215 |
| Median Absolute Deviation (MAD) | 999909 |
| Skewness | -0.01961024905 |
| Sum | 2.319064711e+14 |
| Variance | 1.274846686e+12 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2019122208 | 159 | 0.1% | |
| 2018093009 | 153 | 0.1% | |
| 2019090809 | 150 | 0.1% | |
| 2019092909 | 149 | 0.1% | |
| 2018100703 | 149 | 0.1% | |
| 2018093004 | 148 | 0.1% | |
| 2020092001 | 146 | 0.1% | |
| 2020102508 | 146 | 0.1% | |
| 2018100400 | 145 | 0.1% | |
| 2021092610 | 145 | 0.1% | |
| 2018120905 | 145 | 0.1% | |
| 2018090901 | 144 | 0.1% | |
| 2018091300 | 144 | 0.1% | |
| 2020100403 | 142 | 0.1% | |
| 2021111404 | 141 | 0.1% | |
| 2021101702 | 141 | 0.1% | |
| 2020120604 | 140 | 0.1% | |
| 2021100307 | 140 | 0.1% | |
| 2018100705 | 139 | 0.1% | |
| 2021121210 | 139 | 0.1% | |
| 2021121600 | 139 | 0.1% | |
| 2021090900 | 136 | 0.1% | |
| 2020101200 | 136 | 0.1% | |
| 2020092012 | 136 | 0.1% | |
| 2020092706 | 136 | 0.1% | |
| Other values (962) | 111239 | 96.9% |
| Value | Count | Frequency (%) | |
| 2018090600 | 120 | 0.1% | |
| 2018090900 | 119 | 0.1% | |
| 2018090901 | 144 | 0.1% | |
| 2018090902 | 120 | 0.1% | |
| 2018090903 | 119 | 0.1% | |
| 2018090904 | 120 | 0.1% | |
| 2018090905 | 131 | 0.1% | |
| 2018090906 | 109 | 0.1% | |
| 2018090907 | 117 | 0.1% | |
| 2018090908 | 125 | 0.1% |
| Value | Count | Frequency (%) | |
| 2021122700 | 90 | 0.1% | |
| 2021122611 | 117 | 0.1% | |
| 2021122610 | 96 | 0.1% | |
| 2021122609 | 129 | 0.1% | |
| 2021122608 | 112 | 0.1% | |
| 2021122607 | 125 | 0.1% | |
| 2021122606 | 119 | 0.1% | |
| 2021122605 | 126 | 0.1% | |
| 2021122604 | 122 | 0.1% | |
| 2021122603 | 114 | 0.1% |
| Distinct | 197 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 897.2 KiB |
| 2021-01-03 | 1877 |
|---|---|
| 2018-12-30 | 1799 |
| 2020-09-20 | 1682 |
| 2021-10-03 | 1667 |
| 2019-12-15 | 1663 |
| Other values (192) |
| Value | Count | Frequency (%) | |
| 2021-01-03 | 1877 | 1.6% | |
| 2018-12-30 | 1799 | 1.6% | |
| 2020-09-20 | 1682 | 1.5% | |
| 2021-10-03 | 1667 | 1.5% | |
| 2019-12-15 | 1663 | 1.4% | |
| 2020-09-27 | 1659 | 1.4% | |
| 2018-12-09 | 1647 | 1.4% | |
| 2021-09-12 | 1647 | 1.4% | |
| 2021-10-10 | 1643 | 1.4% | |
| 2019-09-22 | 1632 | 1.4% | |
| 2019-09-15 | 1627 | 1.4% | |
| 2021-09-26 | 1624 | 1.4% | |
| 2018-12-02 | 1619 | 1.4% | |
| 2020-12-13 | 1615 | 1.4% | |
| 2019-12-08 | 1612 | 1.4% | |
| 2018-09-16 | 1608 | 1.4% | |
| 2018-09-23 | 1594 | 1.4% | |
| 2018-09-30 | 1583 | 1.4% | |
| 2020-09-13 | 1565 | 1.4% | |
| 2021-09-19 | 1565 | 1.4% | |
| 2018-10-07 | 1553 | 1.4% | |
| 2018-09-09 | 1546 | 1.3% | |
| 2021-10-31 | 1528 | 1.3% | |
| 2019-09-29 | 1526 | 1.3% | |
| 2019-09-08 | 1523 | 1.3% | |
| Other values (172) | 74223 | 64.6% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 2 | 253778 | 22.1% | |
| 1 | 252764 | 22.0% | |
| 0 | 244315 | 21.3% | |
| - | 229654 | 20.0% | |
| 9 | 64121 | 5.6% | |
| 8 | 40952 | 3.6% | |
| 3 | 19368 | 1.7% | |
| 7 | 11701 | 1.0% | |
| 5 | 11022 | 1.0% | |
| 6 | 10734 | 0.9% | |
| 4 | 9861 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 918616 | 80.0% | |
| Dash Punctuation | 229654 | 20.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 2 | 253778 | 27.6% | |
| 1 | 252764 | 27.5% | |
| 0 | 244315 | 26.6% | |
| 9 | 64121 | 7.0% | |
| 8 | 40952 | 4.5% | |
| 3 | 19368 | 2.1% | |
| 7 | 11701 | 1.3% | |
| 5 | 11022 | 1.2% | |
| 6 | 10734 | 1.2% | |
| 4 | 9861 | 1.1% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 229654 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 1148270 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 2 | 253778 | 22.1% | |
| 1 | 252764 | 22.0% | |
| 0 | 244315 | 21.3% | |
| - | 229654 | 20.0% | |
| 9 | 64121 | 5.6% | |
| 8 | 40952 | 3.6% | |
| 3 | 19368 | 1.7% | |
| 7 | 11701 | 1.0% | |
| 5 | 11022 | 1.0% | |
| 6 | 10734 | 0.9% | |
| 4 | 9861 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 1148270 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 2 | 253778 | 22.1% | |
| 1 | 252764 | 22.0% | |
| 0 | 244315 | 21.3% | |
| - | 229654 | 20.0% | |
| 9 | 64121 | 5.6% | |
| 8 | 40952 | 3.6% | |
| 3 | 19368 | 1.7% | |
| 7 | 11701 | 1.0% | |
| 5 | 11022 | 1.0% | |
| 6 | 10734 | 0.9% | |
| 4 | 9861 | 0.9% |
Quarter
Real number (ℝ≥0)
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.551612426 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 897.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 4 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.129643689 |
|---|---|
| Coefficient of variation (CV) | 0.4427175844 |
| Kurtosis | -1.30296606 |
| Mean | 2.551612426 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.01464276003 |
| Sum | 292994 |
| Variance | 1.276094865 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2 | 30834 | 26.9% | |
| 4 | 30529 | 26.6% | |
| 3 | 26401 | 23.0% | |
| 1 | 26327 | 22.9% | |
| 5 | 736 | 0.6% |
| Value | Count | Frequency (%) | |
| 1 | 26327 | 22.9% | |
| 2 | 30834 | 26.9% | |
| 3 | 26401 | 23.0% | |
| 4 | 30529 | 26.6% | |
| 5 | 736 | 0.6% |
| Value | Count | Frequency (%) | |
| 5 | 736 | 0.6% | |
| 4 | 30529 | 26.6% | |
| 3 | 26401 | 23.0% | |
| 2 | 30834 | 26.9% | |
| 1 | 26327 | 22.9% |
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.736934693 |
|---|---|
| Minimum | 0 |
| Maximum | 15 |
| Zeros | 9359 |
| Zeros (%) | 8.2% |
| Memory size | 897.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 7 |
| Q3 | 11 |
| 95-th percentile | 14 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 4.518951231 |
|---|---|
| Coefficient of variation (CV) | 0.6707726046 |
| Kurtosis | -1.222770885 |
| Mean | 6.736934693 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.1251674468 |
| Sum | 773582 |
| Variance | 20.42092023 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 9359 | 8.2% | |
| 1 | 9278 | 8.1% | |
| 2 | 9041 | 7.9% | |
| 3 | 7678 | 6.7% | |
| 4 | 7512 | 6.5% | |
| 5 | 7128 | 6.2% | |
| 6 | 7102 | 6.2% | |
| 8 | 7086 | 6.2% | |
| 9 | 7060 | 6.1% | |
| 7 | 7014 | 6.1% | |
| 11 | 6965 | 6.1% | |
| 10 | 6931 | 6.0% | |
| 12 | 6876 | 6.0% | |
| 13 | 6751 | 5.9% | |
| 14 | 6328 | 5.5% | |
| 15 | 2718 | 2.4% |
| Value | Count | Frequency (%) | |
| 0 | 9359 | 8.2% | |
| 1 | 9278 | 8.1% | |
| 2 | 9041 | 7.9% | |
| 3 | 7678 | 6.7% | |
| 4 | 7512 | 6.5% | |
| 5 | 7128 | 6.2% | |
| 6 | 7102 | 6.2% | |
| 7 | 7014 | 6.1% | |
| 8 | 7086 | 6.2% | |
| 9 | 7060 | 6.1% |
| Value | Count | Frequency (%) | |
| 15 | 2718 | 2.4% | |
| 14 | 6328 | 5.5% | |
| 13 | 6751 | 5.9% | |
| 12 | 6876 | 6.0% | |
| 11 | 6965 | 6.1% | |
| 10 | 6931 | 6.0% | |
| 9 | 7060 | 6.1% | |
| 8 | 7086 | 6.2% | |
| 7 | 7014 | 6.1% | |
| 6 | 7102 | 6.2% |
| Distinct | 60 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.52268195 |
|---|---|
| Minimum | 0 |
| Maximum | 59 |
| Zeros | 5671 |
| Zeros (%) | 4.9% |
| Memory size | 897.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 13 |
| median | 28 |
| Q3 | 44 |
| 95-th percentile | 56 |
| Maximum | 59 |
| Range | 59 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 17.73122096 |
|---|---|
| Coefficient of variation (CV) | 0.6216533561 |
| Kurtosis | -1.203551012 |
| Mean | 28.52268195 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.02922598395 |
| Sum | 3275174 |
| Variance | 314.3961966 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 5671 | 4.9% | |
| 55 | 2105 | 1.8% | |
| 54 | 2060 | 1.8% | |
| 56 | 2046 | 1.8% | |
| 19 | 2017 | 1.8% | |
| 15 | 2007 | 1.7% | |
| 24 | 1989 | 1.7% | |
| 21 | 1983 | 1.7% | |
| 22 | 1979 | 1.7% | |
| 53 | 1967 | 1.7% | |
| 20 | 1963 | 1.7% | |
| 27 | 1951 | 1.7% | |
| 25 | 1944 | 1.7% | |
| 17 | 1932 | 1.7% | |
| 18 | 1922 | 1.7% | |
| 10 | 1921 | 1.7% | |
| 13 | 1919 | 1.7% | |
| 16 | 1911 | 1.7% | |
| 30 | 1905 | 1.7% | |
| 8 | 1883 | 1.6% | |
| 23 | 1879 | 1.6% | |
| 14 | 1875 | 1.6% | |
| 42 | 1874 | 1.6% | |
| 32 | 1872 | 1.6% | |
| 28 | 1869 | 1.6% | |
| Other values (35) | 62383 | 54.3% |
| Value | Count | Frequency (%) | |
| 0 | 5671 | 4.9% | |
| 1 | 1691 | 1.5% | |
| 2 | 1761 | 1.5% | |
| 3 | 1744 | 1.5% | |
| 4 | 1741 | 1.5% | |
| 5 | 1740 | 1.5% | |
| 6 | 1713 | 1.5% | |
| 7 | 1817 | 1.6% | |
| 8 | 1883 | 1.6% | |
| 9 | 1801 | 1.6% |
| Value | Count | Frequency (%) | |
| 59 | 1682 | 1.5% | |
| 58 | 1690 | 1.5% | |
| 57 | 1800 | 1.6% | |
| 56 | 2046 | 1.8% | |
| 55 | 2105 | 1.8% | |
| 54 | 2060 | 1.8% | |
| 53 | 1967 | 1.7% | |
| 52 | 1786 | 1.6% | |
| 51 | 1839 | 1.6% | |
| 50 | 1791 | 1.6% |
OffenseTeam
Categorical
| Distinct | 32 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 897.2 KiB |
| DAL | 3856 |
|---|---|
| LA | 3752 |
| IND | 3738 |
| TB | 3723 |
| NE | 3711 |
| Other values (27) |
| Value | Count | Frequency (%) | |
| DAL | 3856 | 3.4% | |
| LA | 3752 | 3.3% | |
| IND | 3738 | 3.3% | |
| TB | 3723 | 3.2% | |
| NE | 3711 | 3.2% | |
| ATL | 3707 | 3.2% | |
| PHI | 3697 | 3.2% | |
| MIN | 3673 | 3.2% | |
| PIT | 3656 | 3.2% | |
| LAC | 3652 | 3.2% | |
| KC | 3651 | 3.2% | |
| CAR | 3634 | 3.2% | |
| DET | 3626 | 3.2% | |
| NO | 3623 | 3.2% | |
| LV | 3614 | 3.1% | |
| BAL | 3612 | 3.1% | |
| SF | 3596 | 3.1% | |
| CLE | 3585 | 3.1% | |
| DEN | 3581 | 3.1% | |
| CIN | 3573 | 3.1% | |
| BUF | 3564 | 3.1% | |
| CHI | 3548 | 3.1% | |
| GB | 3546 | 3.1% | |
| ARI | 3526 | 3.1% | |
| JAX | 3496 | 3.0% | |
| Other values (7) | 23887 | 20.8% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.745565067 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| A | 39477 | 12.5% | |
| N | 32215 | 10.2% | |
| I | 28849 | 9.2% | |
| L | 25778 | 8.2% | |
| C | 21643 | 6.9% | |
| E | 21375 | 6.8% | |
| T | 18167 | 5.8% | |
| D | 14801 | 4.7% | |
| B | 14445 | 4.6% | |
| H | 10574 | 3.4% | |
| S | 10400 | 3.3% | |
| P | 7353 | 2.3% | |
| F | 7160 | 2.3% | |
| R | 7160 | 2.3% | |
| M | 7111 | 2.3% | |
| G | 6982 | 2.2% | |
| O | 6952 | 2.2% | |
| J | 6921 | 2.2% | |
| U | 6893 | 2.2% | |
| Y | 6861 | 2.2% | |
| K | 3651 | 1.2% | |
| V | 3614 | 1.1% | |
| X | 3496 | 1.1% | |
| W | 3387 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 315265 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| A | 39477 | 12.5% | |
| N | 32215 | 10.2% | |
| I | 28849 | 9.2% | |
| L | 25778 | 8.2% | |
| C | 21643 | 6.9% | |
| E | 21375 | 6.8% | |
| T | 18167 | 5.8% | |
| D | 14801 | 4.7% | |
| B | 14445 | 4.6% | |
| H | 10574 | 3.4% | |
| S | 10400 | 3.3% | |
| P | 7353 | 2.3% | |
| F | 7160 | 2.3% | |
| R | 7160 | 2.3% | |
| M | 7111 | 2.3% | |
| G | 6982 | 2.2% | |
| O | 6952 | 2.2% | |
| J | 6921 | 2.2% | |
| U | 6893 | 2.2% | |
| Y | 6861 | 2.2% | |
| K | 3651 | 1.2% | |
| V | 3614 | 1.1% | |
| X | 3496 | 1.1% | |
| W | 3387 | 1.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 315265 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| A | 39477 | 12.5% | |
| N | 32215 | 10.2% | |
| I | 28849 | 9.2% | |
| L | 25778 | 8.2% | |
| C | 21643 | 6.9% | |
| E | 21375 | 6.8% | |
| T | 18167 | 5.8% | |
| D | 14801 | 4.7% | |
| B | 14445 | 4.6% | |
| H | 10574 | 3.4% | |
| S | 10400 | 3.3% | |
| P | 7353 | 2.3% | |
| F | 7160 | 2.3% | |
| R | 7160 | 2.3% | |
| M | 7111 | 2.3% | |
| G | 6982 | 2.2% | |
| O | 6952 | 2.2% | |
| J | 6921 | 2.2% | |
| U | 6893 | 2.2% | |
| Y | 6861 | 2.2% | |
| K | 3651 | 1.2% | |
| V | 3614 | 1.1% | |
| X | 3496 | 1.1% | |
| W | 3387 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 315265 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| A | 39477 | 12.5% | |
| N | 32215 | 10.2% | |
| I | 28849 | 9.2% | |
| L | 25778 | 8.2% | |
| C | 21643 | 6.9% | |
| E | 21375 | 6.8% | |
| T | 18167 | 5.8% | |
| D | 14801 | 4.7% | |
| B | 14445 | 4.6% | |
| H | 10574 | 3.4% | |
| S | 10400 | 3.3% | |
| P | 7353 | 2.3% | |
| F | 7160 | 2.3% | |
| R | 7160 | 2.3% | |
| M | 7111 | 2.3% | |
| G | 6982 | 2.2% | |
| O | 6952 | 2.2% | |
| J | 6921 | 2.2% | |
| U | 6893 | 2.2% | |
| Y | 6861 | 2.2% | |
| K | 3651 | 1.2% | |
| V | 3614 | 1.1% | |
| X | 3496 | 1.1% | |
| W | 3387 | 1.1% |
DefenseTeam
Categorical
| Distinct | 32 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 897.2 KiB |
| SEA | 3755 |
|---|---|
| NYG | 3755 |
| NYJ | 3748 |
| KC | 3731 |
| ARI | 3679 |
| Other values (27) |
| Value | Count | Frequency (%) | |
| SEA | 3755 | 3.3% | |
| NYG | 3755 | 3.3% | |
| NYJ | 3748 | 3.3% | |
| KC | 3731 | 3.2% | |
| ARI | 3679 | 3.2% | |
| MIN | 3673 | 3.2% | |
| ATL | 3671 | 3.2% | |
| DET | 3670 | 3.2% | |
| MIA | 3669 | 3.2% | |
| CIN | 3668 | 3.2% | |
| CLE | 3656 | 3.2% | |
| TEN | 3631 | 3.2% | |
| HOU | 3625 | 3.2% | |
| JAX | 3601 | 3.1% | |
| LV | 3588 | 3.1% | |
| DAL | 3587 | 3.1% | |
| CHI | 3584 | 3.1% | |
| PHI | 3583 | 3.1% | |
| DEN | 3577 | 3.1% | |
| TB | 3577 | 3.1% | |
| PIT | 3573 | 3.1% | |
| WAS | 3526 | 3.1% | |
| LA | 3517 | 3.1% | |
| IND | 3516 | 3.1% | |
| GB | 3513 | 3.1% | |
| Other values (7) | 24154 | 21.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.753977723 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| A | 39401 | 12.5% | |
| N | 32500 | 10.3% | |
| I | 28945 | 9.2% | |
| L | 24904 | 7.9% | |
| E | 21716 | 6.9% | |
| C | 21608 | 6.8% | |
| T | 18122 | 5.7% | |
| D | 14350 | 4.5% | |
| B | 13951 | 4.4% | |
| H | 10792 | 3.4% | |
| S | 10673 | 3.4% | |
| Y | 7503 | 2.4% | |
| J | 7349 | 2.3% | |
| M | 7342 | 2.3% | |
| G | 7268 | 2.3% | |
| R | 7190 | 2.3% | |
| P | 7156 | 2.3% | |
| O | 7130 | 2.3% | |
| U | 7059 | 2.2% | |
| F | 6826 | 2.2% | |
| K | 3731 | 1.2% | |
| X | 3601 | 1.1% | |
| V | 3588 | 1.1% | |
| W | 3526 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 316231 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| A | 39401 | 12.5% | |
| N | 32500 | 10.3% | |
| I | 28945 | 9.2% | |
| L | 24904 | 7.9% | |
| E | 21716 | 6.9% | |
| C | 21608 | 6.8% | |
| T | 18122 | 5.7% | |
| D | 14350 | 4.5% | |
| B | 13951 | 4.4% | |
| H | 10792 | 3.4% | |
| S | 10673 | 3.4% | |
| Y | 7503 | 2.4% | |
| J | 7349 | 2.3% | |
| M | 7342 | 2.3% | |
| G | 7268 | 2.3% | |
| R | 7190 | 2.3% | |
| P | 7156 | 2.3% | |
| O | 7130 | 2.3% | |
| U | 7059 | 2.2% | |
| F | 6826 | 2.2% | |
| K | 3731 | 1.2% | |
| X | 3601 | 1.1% | |
| V | 3588 | 1.1% | |
| W | 3526 | 1.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 316231 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| A | 39401 | 12.5% | |
| N | 32500 | 10.3% | |
| I | 28945 | 9.2% | |
| L | 24904 | 7.9% | |
| E | 21716 | 6.9% | |
| C | 21608 | 6.8% | |
| T | 18122 | 5.7% | |
| D | 14350 | 4.5% | |
| B | 13951 | 4.4% | |
| H | 10792 | 3.4% | |
| S | 10673 | 3.4% | |
| Y | 7503 | 2.4% | |
| J | 7349 | 2.3% | |
| M | 7342 | 2.3% | |
| G | 7268 | 2.3% | |
| R | 7190 | 2.3% | |
| P | 7156 | 2.3% | |
| O | 7130 | 2.3% | |
| U | 7059 | 2.2% | |
| F | 6826 | 2.2% | |
| K | 3731 | 1.2% | |
| X | 3601 | 1.1% | |
| V | 3588 | 1.1% | |
| W | 3526 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 316231 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| A | 39401 | 12.5% | |
| N | 32500 | 10.3% | |
| I | 28945 | 9.2% | |
| L | 24904 | 7.9% | |
| E | 21716 | 6.9% | |
| C | 21608 | 6.8% | |
| T | 18122 | 5.7% | |
| D | 14350 | 4.5% | |
| B | 13951 | 4.4% | |
| H | 10792 | 3.4% | |
| S | 10673 | 3.4% | |
| Y | 7503 | 2.4% | |
| J | 7349 | 2.3% | |
| M | 7342 | 2.3% | |
| G | 7268 | 2.3% | |
| R | 7190 | 2.3% | |
| P | 7156 | 2.3% | |
| O | 7130 | 2.3% | |
| U | 7059 | 2.2% | |
| F | 6826 | 2.2% | |
| K | 3731 | 1.2% | |
| X | 3601 | 1.1% | |
| V | 3588 | 1.1% | |
| W | 3526 | 1.1% |
Down
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 897.2 KiB |
| 1 | |
|---|---|
| 2 | |
| 3 | |
| 4 | 2156 |
| Value | Count | Frequency (%) | |
| 1 | 52379 | 45.6% | |
| 2 | 38511 | 33.5% | |
| 3 | 21781 | 19.0% | |
| 4 | 2156 | 1.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 1 | 52379 | 45.6% | |
| 2 | 38511 | 33.5% | |
| 3 | 21781 | 19.0% | |
| 4 | 2156 | 1.9% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 114827 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 1 | 52379 | 45.6% | |
| 2 | 38511 | 33.5% | |
| 3 | 21781 | 19.0% | |
| 4 | 2156 | 1.9% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 114827 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 1 | 52379 | 45.6% | |
| 2 | 38511 | 33.5% | |
| 3 | 21781 | 19.0% | |
| 4 | 2156 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 114827 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 1 | 52379 | 45.6% | |
| 2 | 38511 | 33.5% | |
| 3 | 21781 | 19.0% | |
| 4 | 2156 | 1.9% |
ToGo
Real number (ℝ≥0)
| Distinct | 41 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.523143512 |
|---|---|
| Minimum | 1 |
| Maximum | 43 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 897.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 10 |
| Q3 | 10 |
| 95-th percentile | 15 |
| Maximum | 43 |
| Range | 42 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.983234383 |
|---|---|
| Coefficient of variation (CV) | 0.4673433432 |
| Kurtosis | 2.837284447 |
| Mean | 8.523143512 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.5298511007 |
| Sum | 978687 |
| Variance | 15.86615615 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 10 | 57251 | 49.9% | |
| 1 | 6628 | 5.8% | |
| 5 | 5661 | 4.9% | |
| 7 | 5423 | 4.7% | |
| 6 | 5345 | 4.7% | |
| 4 | 4931 | 4.3% | |
| 8 | 4918 | 4.3% | |
| 3 | 4407 | 3.8% | |
| 2 | 4377 | 3.8% | |
| 9 | 4204 | 3.7% | |
| 15 | 1820 | 1.6% | |
| 11 | 1817 | 1.6% | |
| 12 | 1453 | 1.3% | |
| 20 | 1390 | 1.2% | |
| 13 | 1064 | 0.9% | |
| 14 | 888 | 0.8% | |
| 16 | 634 | 0.6% | |
| 17 | 614 | 0.5% | |
| 18 | 567 | 0.5% | |
| 19 | 423 | 0.4% | |
| 21 | 201 | 0.2% | |
| 22 | 166 | 0.1% | |
| 25 | 162 | 0.1% | |
| 23 | 124 | 0.1% | |
| 24 | 98 | 0.1% | |
| Other values (16) | 261 | 0.2% |
| Value | Count | Frequency (%) | |
| 1 | 6628 | 5.8% | |
| 2 | 4377 | 3.8% | |
| 3 | 4407 | 3.8% | |
| 4 | 4931 | 4.3% | |
| 5 | 5661 | 4.9% | |
| 6 | 5345 | 4.7% | |
| 7 | 5423 | 4.7% | |
| 8 | 4918 | 4.3% | |
| 9 | 4204 | 3.7% | |
| 10 | 57251 | 49.9% |
| Value | Count | Frequency (%) | |
| 43 | 1 | < 0.1% | |
| 41 | 2 | < 0.1% | |
| 40 | 4 | < 0.1% | |
| 39 | 1 | < 0.1% | |
| 38 | 2 | < 0.1% | |
| 36 | 2 | < 0.1% | |
| 35 | 5 | < 0.1% | |
| 34 | 6 | < 0.1% | |
| 33 | 9 | < 0.1% | |
| 32 | 9 | < 0.1% |
YardLine
Real number (ℝ≥0)
| Distinct | 100 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.4370749 |
|---|---|
| Minimum | 1 |
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 897.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 28 |
| median | 46 |
| Q3 | 69 |
| 95-th percentile | 94 |
| Maximum | 100 |
| Range | 99 |
| Interquartile range (IQR) | 41 |
Descriptive statistics
| Standard deviation | 24.80258776 |
|---|---|
| Coefficient of variation (CV) | 0.5017001474 |
| Kurtosis | -0.9250604271 |
| Mean | 49.4370749 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 0.3306337404 |
| Sum | 5676711 |
| Variance | 615.1683598 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 25 | 7825 | 6.8% | |
| 30 | 1957 | 1.7% | |
| 36 | 1869 | 1.6% | |
| 20 | 1860 | 1.6% | |
| 40 | 1837 | 1.6% | |
| 34 | 1817 | 1.6% | |
| 35 | 1802 | 1.6% | |
| 31 | 1771 | 1.5% | |
| 37 | 1713 | 1.5% | |
| 45 | 1701 | 1.5% | |
| 38 | 1674 | 1.5% | |
| 32 | 1646 | 1.4% | |
| 27 | 1623 | 1.4% | |
| 29 | 1614 | 1.4% | |
| 28 | 1600 | 1.4% | |
| 33 | 1571 | 1.4% | |
| 41 | 1557 | 1.4% | |
| 26 | 1553 | 1.4% | |
| 39 | 1545 | 1.3% | |
| 44 | 1491 | 1.3% | |
| 51 | 1472 | 1.3% | |
| 46 | 1459 | 1.3% | |
| 47 | 1449 | 1.3% | |
| 55 | 1414 | 1.2% | |
| 43 | 1411 | 1.2% | |
| Other values (75) | 67596 | 58.9% |
| Value | Count | Frequency (%) | |
| 1 | 195 | 0.2% | |
| 2 | 204 | 0.2% | |
| 3 | 189 | 0.2% | |
| 4 | 237 | 0.2% | |
| 5 | 305 | 0.3% | |
| 6 | 278 | 0.2% | |
| 7 | 292 | 0.3% | |
| 8 | 423 | 0.4% | |
| 9 | 497 | 0.4% | |
| 10 | 673 | 0.6% |
| Value | Count | Frequency (%) | |
| 100 | 807 | 0.7% | |
| 99 | 1403 | 1.2% | |
| 98 | 779 | 0.7% | |
| 97 | 791 | 0.7% | |
| 96 | 827 | 0.7% | |
| 95 | 822 | 0.7% | |
| 94 | 696 | 0.6% | |
| 93 | 767 | 0.7% | |
| 92 | 757 | 0.7% | |
| 91 | 801 | 0.7% |
SeriesFirstDown
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 897.2 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 79434 | 69.2% | |
| 1 | 35393 | 30.8% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 897.2 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 114827 | 100.0% |
| Distinct | 114808 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 897.2 KiB |
| (8:53) 8-B.OSWEILER PASS INCOMPLETE SHORT RIGHT. | 2 |
|---|---|
| (3:27) (SHOTGUN) 4-D.CARR PASS INCOMPLETE SHORT RIGHT. | 2 |
| (15:00) (SHOTGUN) 4-D.CARR PASS INCOMPLETE SHORT RIGHT. | 2 |
| (15:00) (SHOTGUN) 12-A.LUCK PASS INCOMPLETE SHORT LEFT TO 13-T.HILTON. | 2 |
| (2:00) (SHOTGUN) 15-P.MAHOMES PASS INCOMPLETE DEEP RIGHT TO 10-T.HILL. | 2 |
| Other values (114803) |
| Value | Count | Frequency (%) | |
| (8:53) 8-B.OSWEILER PASS INCOMPLETE SHORT RIGHT. | 2 | < 0.1% | |
| (3:27) (SHOTGUN) 4-D.CARR PASS INCOMPLETE SHORT RIGHT. | 2 | < 0.1% | |
| (15:00) (SHOTGUN) 4-D.CARR PASS INCOMPLETE SHORT RIGHT. | 2 | < 0.1% | |
| (15:00) (SHOTGUN) 12-A.LUCK PASS INCOMPLETE SHORT LEFT TO 13-T.HILTON. | 2 | < 0.1% | |
| (2:00) (SHOTGUN) 15-P.MAHOMES PASS INCOMPLETE DEEP RIGHT TO 10-T.HILL. | 2 | < 0.1% | |
| (5:09) (SHOTGUN) 12-A.RODGERS PASS INCOMPLETE DEEP LEFT TO 17-D.ADAMS. | 2 | < 0.1% | |
| (15:00) (SHOTGUN) 1-K.MURRAY PASS INCOMPLETE SHORT RIGHT. | 2 | < 0.1% | |
| (15:00) 12-A.RODGERS PASS INCOMPLETE DEEP RIGHT TO 83-M.VALDES-SCANTLING. | 2 | < 0.1% | |
| (7:34) (SHOTGUN) 2-M.GLENNON PASS INCOMPLETE SHORT RIGHT. | 2 | < 0.1% | |
| (15:00) 8-K.COUSINS PASS INCOMPLETE SHORT RIGHT. | 2 | < 0.1% | |
| (3:14) (SHOTGUN) 8-K.COUSINS PASS INCOMPLETE DEEP RIGHT TO 19-A.THIELEN. | 2 | < 0.1% | |
| (1:00) (SHOTGUN) 5-J.FLACCO PASS INCOMPLETE SHORT MIDDLE TO 15-M.CRABTREE. | 2 | < 0.1% | |
| (11:54) 9-D.BREES PASS INCOMPLETE SHORT RIGHT. | 2 | < 0.1% | |
| (11:18) (SHOTGUN) 6-B.MAYFIELD PASS INCOMPLETE SHORT RIGHT TO 80-J.LANDRY. | 2 | < 0.1% | |
| (15:00) (SHOTGUN) 7-B.ROETHLISBERGER PASS INCOMPLETE SHORT RIGHT TO 18-D.JOHNSON. | 2 | < 0.1% | |
| (2:06) (SHOTGUN) 12-A.RODGERS PASS INCOMPLETE SHORT LEFT TO 33-A.JONES. | 2 | < 0.1% | |
| (6:17) (SHOTGUN) 7-B.ROETHLISBERGER PASS INCOMPLETE SHORT MIDDLE TO 22-N.HARRIS. | 2 | < 0.1% | |
| (14:23) 12-T.BRADY PASS INCOMPLETE DEEP RIGHT TO 13-M.EVANS. | 2 | < 0.1% | |
| (8:23) (SHOTGUN) 12-A.RODGERS PASS INCOMPLETE SHORT RIGHT. | 2 | < 0.1% | |
| (8:23) (NO HUDDLE) 4-D.WATSON PASS SHORT LEFT TO 87-D.FELLS TO IND 30 FOR 8 YARDS (97-A.MUHAMMAD). | 1 | < 0.1% | |
| (4:25) (SHOTGUN) 7-J.BRISSETT PASS INCOMPLETE DEEP RIGHT TO 13-T.HILTON. | 1 | < 0.1% | |
| (2:35) 25-M.MACK LEFT END TO IND 18 FOR -2 YARDS (55-B.MCKINNEY, 59-W.MERCILUS). | 1 | < 0.1% | |
| (9:40) (SHOTGUN) 4-D.WATSON PASS SHORT LEFT INTENDED FOR 25-D.JOHNSON INTERCEPTED BY 35-P.DESIR [99-J.HOUSTON] AT IND 34. 35-P.DESIR TO IND 34 FOR NO GAIN (25-D.JOHNSON). | 1 | < 0.1% | |
| (9:31) 25-M.MACK LEFT END RAN OB AT IND 35 FOR 1 YARD (59-W.MERCILUS). | 1 | < 0.1% | |
| (2:44) (PUNT FORMATION) 9-B.ANGER UP THE MIDDLE RAN OB IN END ZONE FOR -5 YARDS, SAFETY (14-Z.PASCAL). | 1 | < 0.1% | |
| Other values (114783) | 114783 | > 99.9% |
Unique
| Unique | 114789 ? |
|---|---|
| Unique (%) | > 99.9% |
Length
| Max length | 633 |
|---|---|
| Median length | 88 |
| Mean length | 94.37341392 |
| Min length | 41 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 1508370 | 13.9% | ||
| O | 624137 | 5.8% | |
| T | 595216 | 5.5% | |
| S | 554372 | 5.1% | |
| R | 527758 | 4.9% | |
| E | 483407 | 4.5% | |
| A | 469812 | 4.3% | |
| . | 451045 | 4.2% | |
| N | 378924 | 3.5% | |
| D | 375708 | 3.5% | |
| - | 334594 | 3.1% | |
| H | 313687 | 2.9% | |
| L | 305488 | 2.8% | |
| ) | 285757 | 2.6% | |
| ( | 285756 | 2.6% | |
| I | 284732 | 2.6% | |
| 1 | 238838 | 2.2% | |
| G | 203315 | 1.9% | |
| 2 | 194672 | 1.8% | |
| U | 189906 | 1.8% | |
| P | 186224 | 1.7% | |
| F | 185490 | 1.7% | |
| M | 163766 | 1.5% | |
| 3 | 161897 | 1.5% | |
| C | 159056 | 1.5% | |
| Other values (31) | 1374689 | 12.7% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 6531728 | 60.3% | |
| Space Separator | 1508370 | 13.9% | |
| Decimal Number | 1262668 | 11.7% | |
| Other Punctuation | 615071 | 5.7% | |
| Dash Punctuation | 334594 | 3.1% | |
| Close Punctuation | 292089 | 2.7% | |
| Open Punctuation | 292088 | 2.7% | |
| Math Symbol | 8 | < 0.1% |
Most frequent Open Punctuation characters
| Value | Count | Frequency (%) | |
| ( | 285756 | 97.8% | |
| [ | 6275 | 2.1% | |
| { | 57 | < 0.1% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 1 | 238838 | 18.9% | |
| 2 | 194672 | 15.4% | |
| 3 | 161897 | 12.8% | |
| 4 | 147761 | 11.7% | |
| 5 | 123992 | 9.8% | |
| 0 | 90000 | 7.1% | |
| 8 | 87538 | 6.9% | |
| 9 | 85063 | 6.7% | |
| 7 | 69797 | 5.5% | |
| 6 | 63110 | 5.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 451045 | 73.3% | |
| : | 114980 | 18.7% | |
| , | 33592 | 5.5% | |
| ; | 14537 | 2.4% | |
| # | 505 | 0.1% | |
| ' | 325 | 0.1% | |
| " | 70 | < 0.1% | |
| & | 11 | < 0.1% | |
| / | 6 | < 0.1% |
Most frequent Close Punctuation characters
| Value | Count | Frequency (%) | |
| ) | 285757 | 97.8% | |
| ] | 6275 | 2.1% | |
| } | 57 | < 0.1% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 1508370 | 100.0% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 334594 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| O | 624137 | 9.6% | |
| T | 595216 | 9.1% | |
| S | 554372 | 8.5% | |
| R | 527758 | 8.1% | |
| E | 483407 | 7.4% | |
| A | 469812 | 7.2% | |
| N | 378924 | 5.8% | |
| D | 375708 | 5.8% | |
| H | 313687 | 4.8% | |
| L | 305488 | 4.7% | |
| I | 284732 | 4.4% | |
| G | 203315 | 3.1% | |
| U | 189906 | 2.9% | |
| P | 186224 | 2.9% | |
| F | 185490 | 2.8% | |
| M | 163766 | 2.5% | |
| C | 159056 | 2.4% | |
| Y | 154746 | 2.4% | |
| B | 100523 | 1.5% | |
| J | 84647 | 1.3% | |
| K | 80507 | 1.2% | |
| W | 67480 | 1.0% | |
| V | 21578 | 0.3% | |
| Z | 10636 | 0.2% | |
| X | 7462 | 0.1% |
Most frequent Math Symbol characters
| Value | Count | Frequency (%) | |
| = | 4 | 50.0% | |
| + | 3 | 37.5% | |
| > | 1 | 12.5% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 6531728 | 60.3% | |
| Common | 4304888 | 39.7% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 1508370 | 35.0% | ||
| . | 451045 | 10.5% | |
| - | 334594 | 7.8% | |
| ) | 285757 | 6.6% | |
| ( | 285756 | 6.6% | |
| 1 | 238838 | 5.5% | |
| 2 | 194672 | 4.5% | |
| 3 | 161897 | 3.8% | |
| 4 | 147761 | 3.4% | |
| 5 | 123992 | 2.9% | |
| : | 114980 | 2.7% | |
| 0 | 90000 | 2.1% | |
| 8 | 87538 | 2.0% | |
| 9 | 85063 | 2.0% | |
| 7 | 69797 | 1.6% | |
| 6 | 63110 | 1.5% | |
| , | 33592 | 0.8% | |
| ; | 14537 | 0.3% | |
| [ | 6275 | 0.1% | |
| ] | 6275 | 0.1% | |
| # | 505 | < 0.1% | |
| ' | 325 | < 0.1% | |
| " | 70 | < 0.1% | |
| { | 57 | < 0.1% | |
| } | 57 | < 0.1% | |
| Other values (5) | 25 | < 0.1% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| O | 624137 | 9.6% | |
| T | 595216 | 9.1% | |
| S | 554372 | 8.5% | |
| R | 527758 | 8.1% | |
| E | 483407 | 7.4% | |
| A | 469812 | 7.2% | |
| N | 378924 | 5.8% | |
| D | 375708 | 5.8% | |
| H | 313687 | 4.8% | |
| L | 305488 | 4.7% | |
| I | 284732 | 4.4% | |
| G | 203315 | 3.1% | |
| U | 189906 | 2.9% | |
| P | 186224 | 2.9% | |
| F | 185490 | 2.8% | |
| M | 163766 | 2.5% | |
| C | 159056 | 2.4% | |
| Y | 154746 | 2.4% | |
| B | 100523 | 1.5% | |
| J | 84647 | 1.3% | |
| K | 80507 | 1.2% | |
| W | 67480 | 1.0% | |
| V | 21578 | 0.3% | |
| Z | 10636 | 0.2% | |
| X | 7462 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 10836616 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 1508370 | 13.9% | ||
| O | 624137 | 5.8% | |
| T | 595216 | 5.5% | |
| S | 554372 | 5.1% | |
| R | 527758 | 4.9% | |
| E | 483407 | 4.5% | |
| A | 469812 | 4.3% | |
| . | 451045 | 4.2% | |
| N | 378924 | 3.5% | |
| D | 375708 | 3.5% | |
| - | 334594 | 3.1% | |
| H | 313687 | 2.9% | |
| L | 305488 | 2.8% | |
| ) | 285757 | 2.6% | |
| ( | 285756 | 2.6% | |
| I | 284732 | 2.6% | |
| 1 | 238838 | 2.2% | |
| G | 203315 | 1.9% | |
| 2 | 194672 | 1.8% | |
| U | 189906 | 1.8% | |
| P | 186224 | 1.7% | |
| F | 185490 | 1.7% | |
| M | 163766 | 1.5% | |
| 3 | 161897 | 1.5% | |
| C | 159056 | 1.5% | |
| Other values (31) | 1374689 | 12.7% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 897.2 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 114827 | 100.0% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 897.2 KiB |
| 2020 | |
|---|---|
| 2018 | |
| 2021 | |
| 2019 |
| Value | Count | Frequency (%) | |
| 2020 | 30192 | 26.3% | |
| 2018 | 29284 | 25.5% | |
| 2021 | 27927 | 24.3% | |
| 2019 | 27424 | 23.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 2 | 172946 | 37.7% | |
| 0 | 145019 | 31.6% | |
| 1 | 84635 | 18.4% | |
| 8 | 29284 | 6.4% | |
| 9 | 27424 | 6.0% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 459308 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 2 | 172946 | 37.7% | |
| 0 | 145019 | 31.6% | |
| 1 | 84635 | 18.4% | |
| 8 | 29284 | 6.4% | |
| 9 | 27424 | 6.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 459308 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 2 | 172946 | 37.7% | |
| 0 | 145019 | 31.6% | |
| 1 | 84635 | 18.4% | |
| 8 | 29284 | 6.4% | |
| 9 | 27424 | 6.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 459308 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 2 | 172946 | 37.7% | |
| 0 | 145019 | 31.6% | |
| 1 | 84635 | 18.4% | |
| 8 | 29284 | 6.4% | |
| 9 | 27424 | 6.0% |
| Distinct | 115 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.323234083 |
|---|---|
| Minimum | -17 |
| Maximum | 104 |
| Zeros | 27481 |
| Zeros (%) | 23.9% |
| Memory size | 897.2 KiB |
Quantile statistics
| Minimum | -17 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 4 |
| Q3 | 9 |
| 95-th percentile | 23 |
| Maximum | 104 |
| Range | 121 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 8.904587775 |
|---|---|
| Coefficient of variation (CV) | 1.408233138 |
| Kurtosis | 13.4876997 |
| Mean | 6.323234083 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 2.891368689 |
| Sum | 726078 |
| Variance | 79.29168345 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 27481 | 23.9% | |
| 3 | 7769 | 6.8% | |
| 2 | 7689 | 6.7% | |
| 4 | 7282 | 6.3% | |
| 5 | 6845 | 6.0% | |
| 1 | 6644 | 5.8% | |
| 6 | 5847 | 5.1% | |
| 7 | 5026 | 4.4% | |
| 8 | 4316 | 3.8% | |
| 9 | 4307 | 3.8% | |
| 11 | 2995 | 2.6% | |
| 10 | 2741 | 2.4% | |
| 12 | 2409 | 2.1% | |
| -1 | 2253 | 2.0% | |
| 13 | 2059 | 1.8% | |
| 14 | 1806 | 1.6% | |
| 15 | 1534 | 1.3% | |
| -2 | 1416 | 1.2% | |
| 16 | 1330 | 1.2% | |
| 17 | 1190 | 1.0% | |
| 18 | 1066 | 0.9% | |
| 19 | 936 | 0.8% | |
| 20 | 869 | 0.8% | |
| -3 | 827 | 0.7% | |
| 21 | 693 | 0.6% | |
| Other values (90) | 7497 | 6.5% |
| Value | Count | Frequency (%) | |
| -17 | 1 | < 0.1% | |
| -13 | 1 | < 0.1% | |
| -12 | 4 | < 0.1% | |
| -11 | 8 | < 0.1% | |
| -10 | 14 | < 0.1% | |
| -9 | 17 | < 0.1% | |
| -8 | 37 | < 0.1% | |
| -7 | 79 | 0.1% | |
| -6 | 154 | 0.1% | |
| -5 | 296 | 0.3% |
| Value | Count | Frequency (%) | |
| 104 | 1 | < 0.1% | |
| 101 | 1 | < 0.1% | |
| 100 | 1 | < 0.1% | |
| 99 | 2 | < 0.1% | |
| 98 | 2 | < 0.1% | |
| 97 | 2 | < 0.1% | |
| 96 | 1 | < 0.1% | |
| 94 | 1 | < 0.1% | |
| 93 | 1 | < 0.1% | |
| 92 | 3 | < 0.1% |
Formation
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 897.2 KiB |
| SHOTGUN | |
|---|---|
| UNDER CENTER | |
| NO HUDDLE SHOTGUN | |
| NO HUDDLE | 1985 |
| WILDCAT | 3 |
| Value | Count | Frequency (%) | |
| SHOTGUN | 65201 | 56.8% | |
| UNDER CENTER | 39190 | 34.1% | |
| NO HUDDLE SHOTGUN | 8446 | 7.4% | |
| NO HUDDLE | 1985 | 1.7% | |
| WILDCAT | 3 | < 0.1% | |
| PUNT | 2 | < 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 7 |
| Mean length | 9.476542973 |
| Min length | 4 |
Most occurring characters
| Value | Count | Frequency (%) | |
| N | 162460 | 14.9% | |
| E | 128001 | 11.8% | |
| U | 123270 | 11.3% | |
| T | 112842 | 10.4% | |
| H | 84078 | 7.7% | |
| O | 84078 | 7.7% | |
| R | 78380 | 7.2% | |
| S | 73647 | 6.8% | |
| G | 73647 | 6.8% | |
| D | 60055 | 5.5% | |
| 58067 | 5.3% | ||
| C | 39193 | 3.6% | |
| L | 10434 | 1.0% | |
| W | 3 | < 0.1% | |
| I | 3 | < 0.1% | |
| A | 3 | < 0.1% | |
| P | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 1030096 | 94.7% | |
| Space Separator | 58067 | 5.3% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 162460 | 15.8% | |
| E | 128001 | 12.4% | |
| U | 123270 | 12.0% | |
| T | 112842 | 11.0% | |
| H | 84078 | 8.2% | |
| O | 84078 | 8.2% | |
| R | 78380 | 7.6% | |
| S | 73647 | 7.1% | |
| G | 73647 | 7.1% | |
| D | 60055 | 5.8% | |
| C | 39193 | 3.8% | |
| L | 10434 | 1.0% | |
| W | 3 | < 0.1% | |
| I | 3 | < 0.1% | |
| A | 3 | < 0.1% | |
| P | 2 | < 0.1% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 58067 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 1030096 | 94.7% | |
| Common | 58067 | 5.3% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| N | 162460 | 15.8% | |
| E | 128001 | 12.4% | |
| U | 123270 | 12.0% | |
| T | 112842 | 11.0% | |
| H | 84078 | 8.2% | |
| O | 84078 | 8.2% | |
| R | 78380 | 7.6% | |
| S | 73647 | 7.1% | |
| G | 73647 | 7.1% | |
| D | 60055 | 5.8% | |
| C | 39193 | 3.8% | |
| L | 10434 | 1.0% | |
| W | 3 | < 0.1% | |
| I | 3 | < 0.1% | |
| A | 3 | < 0.1% | |
| P | 2 | < 0.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 58067 | 100.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 1088163 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| N | 162460 | 14.9% | |
| E | 128001 | 11.8% | |
| U | 123270 | 11.3% | |
| T | 112842 | 10.4% | |
| H | 84078 | 7.7% | |
| O | 84078 | 7.7% | |
| R | 78380 | 7.2% | |
| S | 73647 | 6.8% | |
| G | 73647 | 6.8% | |
| D | 60055 | 5.5% | |
| 58067 | 5.3% | ||
| C | 39193 | 3.6% | |
| L | 10434 | 1.0% | |
| W | 3 | < 0.1% | |
| I | 3 | < 0.1% | |
| A | 3 | < 0.1% | |
| P | 2 | < 0.1% |
PlayType
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 897.2 KiB |
| PASS | |
|---|---|
| RUSH |
| Value | Count | Frequency (%) | |
| PASS | 68391 | 59.6% | |
| RUSH | 46436 | 40.4% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Most occurring characters
| Value | Count | Frequency (%) | |
| S | 183218 | 39.9% | |
| P | 68391 | 14.9% | |
| A | 68391 | 14.9% | |
| R | 46436 | 10.1% | |
| U | 46436 | 10.1% | |
| H | 46436 | 10.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 459308 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| S | 183218 | 39.9% | |
| P | 68391 | 14.9% | |
| A | 68391 | 14.9% | |
| R | 46436 | 10.1% | |
| U | 46436 | 10.1% | |
| H | 46436 | 10.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 459308 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| S | 183218 | 39.9% | |
| P | 68391 | 14.9% | |
| A | 68391 | 14.9% | |
| R | 46436 | 10.1% | |
| U | 46436 | 10.1% | |
| H | 46436 | 10.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 459308 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| S | 183218 | 39.9% | |
| P | 68391 | 14.9% | |
| A | 68391 | 14.9% | |
| R | 46436 | 10.1% | |
| U | 46436 | 10.1% | |
| H | 46436 | 10.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 897.2 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 68391 | 59.6% | |
| 1 | 46436 | 40.4% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 897.2 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 68391 | 59.6% | |
| 0 | 46436 | 40.4% |
IsIncomplete
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 897.2 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 92426 | 80.5% | |
| 1 | 22401 | 19.5% |
IsTouchdown
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 897.2 KiB |
| 0 | |
|---|---|
| 1 | 5223 |
| Value | Count | Frequency (%) | |
| 0 | 109604 | 95.5% | |
| 1 | 5223 | 4.5% |
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 46436 |
| Missing (%) | 40.4% |
| Memory size | 897.2 KiB |
| SHORT RIGHT | |
|---|---|
| SHORT LEFT | |
| SHORT MIDDLE | |
| DEEP RIGHT | |
| DEEP LEFT | |
| Other values (11) |
| Value | Count | Frequency (%) | |
| SHORT RIGHT | 22340 | 19.5% | |
| SHORT LEFT | 20480 | 17.8% | |
| SHORT MIDDLE | 13286 | 11.6% | |
| DEEP RIGHT | 5022 | 4.4% | |
| DEEP LEFT | 4679 | 4.1% | |
| DEEP MIDDLE | 2562 | 2.2% | |
| INTENDED FOR | 5 | < 0.1% | |
| NOT LISTED | 5 | < 0.1% | |
| MIDDLE TO | 3 | < 0.1% | |
| BACK TO | 2 | < 0.1% | |
| RIGHT TO | 2 | < 0.1% | |
| [58-H.LANDRY III] | 1 | < 0.1% | |
| MIDDLE [55-FCLARK] | 1 | < 0.1% | |
| INTERCEPTED BY | 1 | < 0.1% | |
| LEFT TO | 1 | < 0.1% | |
| (SHOTGUN) 10-THILL | 1 | < 0.1% | |
| (Missing) | 46436 | 40.4% |
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | < 0.1% |
Length
| Max length | 18 |
|---|---|
| Median length | 10 |
| Mean length | 7.576911354 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| T | 108657 | 12.5% | |
| n | 92872 | 10.7% | |
| R | 83478 | 9.6% | |
| H | 83473 | 9.6% | |
| 68391 | 7.9% | ||
| E | 65556 | 7.5% | |
| O | 56125 | 6.5% | |
| S | 56112 | 6.4% | |
| a | 46436 | 5.3% | |
| D | 43984 | 5.1% | |
| I | 43231 | 5.0% | |
| L | 41021 | 4.7% | |
| G | 27365 | 3.1% | |
| F | 25166 | 2.9% | |
| M | 15852 | 1.8% | |
| P | 12264 | 1.4% | |
| N | 18 | < 0.1% | |
| A | 4 | < 0.1% | |
| C | 4 | < 0.1% | |
| B | 3 | < 0.1% | |
| K | 3 | < 0.1% | |
| 5 | 3 | < 0.1% | |
| - | 3 | < 0.1% | |
| [ | 2 | < 0.1% | |
| Y | 2 | < 0.1% | |
| Other values (8) | 9 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 662319 | 76.1% | |
| Lowercase Letter | 139308 | 16.0% | |
| Space Separator | 68391 | 7.9% | |
| Decimal Number | 6 | < 0.1% | |
| Open Punctuation | 3 | < 0.1% | |
| Dash Punctuation | 3 | < 0.1% | |
| Close Punctuation | 3 | < 0.1% | |
| Other Punctuation | 1 | < 0.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| T | 108657 | 16.4% | |
| R | 83478 | 12.6% | |
| H | 83473 | 12.6% | |
| E | 65556 | 9.9% | |
| O | 56125 | 8.5% | |
| S | 56112 | 8.5% | |
| D | 43984 | 6.6% | |
| I | 43231 | 6.5% | |
| L | 41021 | 6.2% | |
| G | 27365 | 4.1% | |
| F | 25166 | 3.8% | |
| M | 15852 | 2.4% | |
| P | 12264 | 1.9% | |
| N | 18 | < 0.1% | |
| A | 4 | < 0.1% | |
| C | 4 | < 0.1% | |
| B | 3 | < 0.1% | |
| K | 3 | < 0.1% | |
| Y | 2 | < 0.1% | |
| U | 1 | < 0.1% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 68391 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 92872 | 66.7% | |
| a | 46436 | 33.3% |
Most frequent Open Punctuation characters
| Value | Count | Frequency (%) | |
| [ | 2 | 66.7% | |
| ( | 1 | 33.3% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 5 | 3 | 50.0% | |
| 8 | 1 | 16.7% | |
| 1 | 1 | 16.7% | |
| 0 | 1 | 16.7% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 3 | 100.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 1 | 100.0% |
Most frequent Close Punctuation characters
| Value | Count | Frequency (%) | |
| ] | 2 | 66.7% | |
| ) | 1 | 33.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 801627 | 92.1% | |
| Common | 68407 | 7.9% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| T | 108657 | 13.6% | |
| n | 92872 | 11.6% | |
| R | 83478 | 10.4% | |
| H | 83473 | 10.4% | |
| E | 65556 | 8.2% | |
| O | 56125 | 7.0% | |
| S | 56112 | 7.0% | |
| a | 46436 | 5.8% | |
| D | 43984 | 5.5% | |
| I | 43231 | 5.4% | |
| L | 41021 | 5.1% | |
| G | 27365 | 3.4% | |
| F | 25166 | 3.1% | |
| M | 15852 | 2.0% | |
| P | 12264 | 1.5% | |
| N | 18 | < 0.1% | |
| A | 4 | < 0.1% | |
| C | 4 | < 0.1% | |
| B | 3 | < 0.1% | |
| K | 3 | < 0.1% | |
| Y | 2 | < 0.1% | |
| U | 1 | < 0.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 68391 | > 99.9% | ||
| 5 | 3 | < 0.1% | |
| - | 3 | < 0.1% | |
| [ | 2 | < 0.1% | |
| ] | 2 | < 0.1% | |
| 8 | 1 | < 0.1% | |
| . | 1 | < 0.1% | |
| ( | 1 | < 0.1% | |
| ) | 1 | < 0.1% | |
| 1 | 1 | < 0.1% | |
| 0 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 870034 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| T | 108657 | 12.5% | |
| n | 92872 | 10.7% | |
| R | 83478 | 9.6% | |
| H | 83473 | 9.6% | |
| 68391 | 7.9% | ||
| E | 65556 | 7.5% | |
| O | 56125 | 6.5% | |
| S | 56112 | 6.4% | |
| a | 46436 | 5.3% | |
| D | 43984 | 5.1% | |
| I | 43231 | 5.0% | |
| L | 41021 | 4.7% | |
| G | 27365 | 3.1% | |
| F | 25166 | 2.9% | |
| M | 15852 | 1.8% | |
| P | 12264 | 1.4% | |
| N | 18 | < 0.1% | |
| A | 4 | < 0.1% | |
| C | 4 | < 0.1% | |
| B | 3 | < 0.1% | |
| K | 3 | < 0.1% | |
| 5 | 3 | < 0.1% | |
| - | 3 | < 0.1% | |
| [ | 2 | < 0.1% | |
| Y | 2 | < 0.1% | |
| Other values (8) | 9 | < 0.1% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 897.2 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 114827 | 100.0% |
IsChallenge
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 897.2 KiB |
| 0 | |
|---|---|
| 1 | 503 |
| Value | Count | Frequency (%) | |
| 0 | 114324 | 99.6% | |
| 1 | 503 | 0.4% |
IsChallengeReversed
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 897.2 KiB |
| 0 | |
|---|---|
| 1 | 198 |
| Value | Count | Frequency (%) | |
| 0 | 114629 | 99.8% | |
| 1 | 198 | 0.2% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 897.2 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 114827 | 100.0% |
IsInterception
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 897.2 KiB |
| 0 | |
|---|---|
| 1 | 1614 |
| Value | Count | Frequency (%) | |
| 0 | 113213 | 98.6% | |
| 1 | 1614 | 1.4% |
IsFumble
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 897.2 KiB |
| 0 | |
|---|---|
| 1 | 1042 |
| Value | Count | Frequency (%) | |
| 0 | 113785 | 99.1% | |
| 1 | 1042 | 0.9% |
IsPenalty
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 897.2 KiB |
| 0 | |
|---|---|
| 1 | 2931 |
| Value | Count | Frequency (%) | |
| 0 | 111896 | 97.4% | |
| 1 | 2931 | 2.6% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 897.2 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 114827 | 100.0% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 897.2 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 114827 | 100.0% |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 68391 |
| Missing (%) | 59.6% |
| Memory size | 897.2 KiB |
| CENTER | |
|---|---|
| RIGHT GUARD | |
| LEFT GUARD | |
| LEFT END | |
| RIGHT TACKLE | |
| Other values (2) |
| Value | Count | Frequency (%) | |
| CENTER | 12923 | 11.3% | |
| RIGHT GUARD | 6127 | 5.3% | |
| LEFT GUARD | 5748 | 5.0% | |
| LEFT END | 5653 | 4.9% | |
| RIGHT TACKLE | 5500 | 4.8% | |
| LEFT TACKLE | 5492 | 4.8% | |
| RIGHT END | 4993 | 4.3% | |
| (Missing) | 68391 | 59.6% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 12 |
|---|---|
| Median length | 3 |
| Mean length | 5.435664086 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| n | 136782 | 21.9% | |
| a | 68391 | 11.0% | |
| E | 64377 | 10.3% | |
| T | 57428 | 9.2% | |
| R | 41418 | 6.6% | |
| 33513 | 5.4% | ||
| G | 28495 | 4.6% | |
| L | 27885 | 4.5% | |
| C | 23915 | 3.8% | |
| N | 23569 | 3.8% | |
| A | 22867 | 3.7% | |
| D | 22521 | 3.6% | |
| F | 16893 | 2.7% | |
| I | 16620 | 2.7% | |
| H | 16620 | 2.7% | |
| U | 11875 | 1.9% | |
| K | 10992 | 1.8% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 385475 | 61.8% | |
| Lowercase Letter | 205173 | 32.9% | |
| Space Separator | 33513 | 5.4% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 136782 | 66.7% | |
| a | 68391 | 33.3% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| E | 64377 | 16.7% | |
| T | 57428 | 14.9% | |
| R | 41418 | 10.7% | |
| G | 28495 | 7.4% | |
| L | 27885 | 7.2% | |
| C | 23915 | 6.2% | |
| N | 23569 | 6.1% | |
| A | 22867 | 5.9% | |
| D | 22521 | 5.8% | |
| F | 16893 | 4.4% | |
| I | 16620 | 4.3% | |
| H | 16620 | 4.3% | |
| U | 11875 | 3.1% | |
| K | 10992 | 2.9% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 33513 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 590648 | 94.6% | |
| Common | 33513 | 5.4% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| n | 136782 | 23.2% | |
| a | 68391 | 11.6% | |
| E | 64377 | 10.9% | |
| T | 57428 | 9.7% | |
| R | 41418 | 7.0% | |
| G | 28495 | 4.8% | |
| L | 27885 | 4.7% | |
| C | 23915 | 4.0% | |
| N | 23569 | 4.0% | |
| A | 22867 | 3.9% | |
| D | 22521 | 3.8% | |
| F | 16893 | 2.9% | |
| I | 16620 | 2.8% | |
| H | 16620 | 2.8% | |
| U | 11875 | 2.0% | |
| K | 10992 | 1.9% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 33513 | 100.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 624161 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| n | 136782 | 21.9% | |
| a | 68391 | 11.0% | |
| E | 64377 | 10.3% | |
| T | 57428 | 9.2% | |
| R | 41418 | 6.6% | |
| 33513 | 5.4% | ||
| G | 28495 | 4.6% | |
| L | 27885 | 4.5% | |
| C | 23915 | 3.8% | |
| N | 23569 | 3.8% | |
| A | 22867 | 3.7% | |
| D | 22521 | 3.6% | |
| F | 16893 | 2.7% | |
| I | 16620 | 2.7% | |
| H | 16620 | 2.7% | |
| U | 11875 | 1.9% | |
| K | 10992 | 1.8% |
YardLineFixed
Real number (ℝ≥0)
| Distinct | 51 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.81095039 |
|---|---|
| Minimum | 0 |
| Maximum | 50 |
| Zeros | 807 |
| Zeros (%) | 0.7% |
| Memory size | 897.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 20 |
| median | 29 |
| Q3 | 39 |
| 95-th percentile | 48 |
| Maximum | 50 |
| Range | 50 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 12.90370155 |
|---|---|
| Coefficient of variation (CV) | 0.4478749009 |
| Kurtosis | -0.7373369364 |
| Mean | 28.81095039 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.3414147642 |
| Sum | 3308275 |
| Variance | 166.5055137 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 25 | 8950 | 7.8% | |
| 40 | 3200 | 2.8% | |
| 45 | 3115 | 2.7% | |
| 30 | 3087 | 2.7% | |
| 35 | 3038 | 2.6% | |
| 34 | 3015 | 2.6% | |
| 36 | 2947 | 2.6% | |
| 37 | 2894 | 2.5% | |
| 20 | 2843 | 2.5% | |
| 49 | 2829 | 2.5% | |
| 38 | 2805 | 2.4% | |
| 39 | 2787 | 2.4% | |
| 44 | 2769 | 2.4% | |
| 41 | 2759 | 2.4% | |
| 31 | 2724 | 2.4% | |
| 48 | 2715 | 2.4% | |
| 32 | 2685 | 2.3% | |
| 47 | 2673 | 2.3% | |
| 33 | 2661 | 2.3% | |
| 46 | 2661 | 2.3% | |
| 28 | 2654 | 2.3% | |
| 43 | 2635 | 2.3% | |
| 29 | 2634 | 2.3% | |
| 27 | 2595 | 2.3% | |
| 42 | 2577 | 2.2% | |
| Other values (26) | 38575 | 33.6% |
| Value | Count | Frequency (%) | |
| 0 | 807 | 0.7% | |
| 1 | 1598 | 1.4% | |
| 2 | 983 | 0.9% | |
| 3 | 980 | 0.9% | |
| 4 | 1064 | 0.9% | |
| 5 | 1127 | 1.0% | |
| 6 | 974 | 0.8% | |
| 7 | 1059 | 0.9% | |
| 8 | 1180 | 1.0% | |
| 9 | 1298 | 1.1% |
| Value | Count | Frequency (%) | |
| 50 | 735 | 0.6% | |
| 49 | 2829 | 2.5% | |
| 48 | 2715 | 2.4% | |
| 47 | 2673 | 2.3% | |
| 46 | 2661 | 2.3% | |
| 45 | 3115 | 2.7% | |
| 44 | 2769 | 2.4% | |
| 43 | 2635 | 2.3% | |
| 42 | 2577 | 2.2% | |
| 41 | 2759 | 2.4% |
YardLineDirection
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 897.2 KiB |
| OWN | |
|---|---|
| OPP |
| Value | Count | Frequency (%) | |
| OWN | 63032 | 54.9% | |
| OPP | 51795 | 45.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| O | 114827 | 33.3% | |
| P | 103590 | 30.1% | |
| W | 63032 | 18.3% | |
| N | 63032 | 18.3% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 344481 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| O | 114827 | 33.3% | |
| P | 103590 | 30.1% | |
| W | 63032 | 18.3% | |
| N | 63032 | 18.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 344481 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| O | 114827 | 33.3% | |
| P | 103590 | 30.1% | |
| W | 63032 | 18.3% | |
| N | 63032 | 18.3% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 344481 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| O | 114827 | 33.3% | |
| P | 103590 | 30.1% | |
| W | 63032 | 18.3% | |
| N | 63032 | 18.3% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 897.2 KiB |
| 0 | |
|---|---|
| 1 | 1742 |
| Value | Count | Frequency (%) | |
| 0 | 113085 | 98.5% | |
| 1 | 1742 | 1.5% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 897.2 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 114827 | 100.0% |
| Distinct | 21 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1703693382 |
|---|---|
| Minimum | 0 |
| Maximum | 22 |
| Zeros | 113138 |
| Zeros (%) | 98.5% |
| Memory size | 897.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 22 |
| Range | 22 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.469663935 |
|---|---|
| Coefficient of variation (CV) | 8.626340574 |
| Kurtosis | 82.21575462 |
| Mean | 0.1703693382 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.012220869 |
| Sum | 19563 |
| Variance | 2.159912081 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 113138 | 98.5% | |
| 15 | 756 | 0.7% | |
| 10 | 484 | 0.4% | |
| 5 | 165 | 0.1% | |
| 14 | 41 | < 0.1% | |
| 8 | 31 | < 0.1% | |
| 13 | 29 | < 0.1% | |
| 12 | 26 | < 0.1% | |
| 11 | 25 | < 0.1% | |
| 9 | 24 | < 0.1% | |
| 1 | 21 | < 0.1% | |
| 4 | 20 | < 0.1% | |
| 7 | 18 | < 0.1% | |
| 6 | 16 | < 0.1% | |
| 2 | 12 | < 0.1% | |
| 3 | 11 | < 0.1% | |
| 16 | 5 | < 0.1% | |
| 18 | 2 | < 0.1% | |
| 21 | 1 | < 0.1% | |
| 22 | 1 | < 0.1% | |
| 17 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 113138 | 98.5% | |
| 1 | 21 | < 0.1% | |
| 2 | 12 | < 0.1% | |
| 3 | 11 | < 0.1% | |
| 4 | 20 | < 0.1% | |
| 5 | 165 | 0.1% | |
| 6 | 16 | < 0.1% | |
| 7 | 18 | < 0.1% | |
| 8 | 31 | < 0.1% | |
| 9 | 24 | < 0.1% |
| Value | Count | Frequency (%) | |
| 22 | 1 | < 0.1% | |
| 21 | 1 | < 0.1% | |
| 18 | 2 | < 0.1% | |
| 17 | 1 | < 0.1% | |
| 16 | 5 | < 0.1% | |
| 15 | 756 | 0.7% | |
| 14 | 41 | < 0.1% | |
| 13 | 29 | < 0.1% | |
| 12 | 26 | < 0.1% | |
| 11 | 25 | < 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| df_index | GameId | GameDate | Quarter | Minute | Second | OffenseTeam | DefenseTeam | Down | ToGo | YardLine | SeriesFirstDown | NextScore | Description | TeamWin | SeasonYear | Yards | Formation | PlayType | IsRush | IsPass | IsIncomplete | IsTouchdown | PassType | IsSack | IsChallenge | IsChallengeReversed | IsMeasurement | IsInterception | IsFumble | IsPenalty | IsTwoPointConversion | IsTwoPointConversionSuccessful | RushDirection | YardLineFixed | YardLineDirection | IsPenaltyAccepted | IsNoPlay | PenaltyYards | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 2021092612 | 2021-09-26 | 1 | 9 | 10 | MIN | SEA | 1 | 10 | 57 | 1 | 0 | (9:10) 8-K.COUSINS PASS SHORT RIGHT TO 83-T.CONKLIN TO SEA 26 FOR 17 YARDS (21-T.FLOWERS). | 0 | 2021 | 17 | UNDER CENTER | PASS | 0 | 1 | 0 | 0 | SHORT RIGHT | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | 43 | OPP | 0 | 0 | 0 |
| 1 | 1 | 2021092612 | 2021-09-26 | 1 | 8 | 32 | MIN | SEA | 1 | 10 | 74 | 0 | 0 | (8:32) 8-K.COUSINS PASS SHORT LEFT TO 18-J.JEFFERSON TO SEA 18 FOR 8 YARDS (21-T.FLOWERS, 33-J.ADAMS). | 0 | 2021 | 8 | UNDER CENTER | PASS | 0 | 1 | 0 | 0 | SHORT LEFT | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | 26 | OPP | 0 | 0 | 0 |
| 2 | 2 | 2021092612 | 2021-09-26 | 1 | 7 | 52 | MIN | SEA | 2 | 2 | 82 | 1 | 0 | (7:52) (SHOTGUN) 8-K.COUSINS PASS SHORT LEFT TO 18-J.JEFFERSON TO SEA 8 FOR 10 YARDS (21-T.FLOWERS). | 0 | 2021 | 10 | SHOTGUN | PASS | 0 | 1 | 0 | 0 | SHORT LEFT | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | 18 | OPP | 0 | 0 | 0 |
| 3 | 3 | 2021092612 | 2021-09-26 | 1 | 7 | 13 | MIN | SEA | 1 | 8 | 92 | 0 | 0 | (7:13) (SHOTGUN) 25-A.MATTISON UP THE MIDDLE TO SEA 7 FOR 1 YARD (33-J.ADAMS). | 0 | 2021 | 1 | SHOTGUN | RUSH | 1 | 0 | 0 | 0 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | CENTER | 8 | OPP | 0 | 0 | 0 |
| 4 | 4 | 2021101008 | 2021-10-10 | 1 | 9 | 50 | WAS | NO | 2 | 2 | 51 | 1 | 0 | (9:50) (SHOTGUN) 24-A.GIBSON LEFT TACKLE TO NO 46 FOR 3 YARDS (97-M.ROACH). | 0 | 2021 | 3 | SHOTGUN | RUSH | 1 | 0 | 0 | 0 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | LEFT TACKLE | 49 | OPP | 0 | 0 | 0 |
| 5 | 5 | 2021101008 | 2021-10-10 | 1 | 9 | 11 | WAS | NO | 1 | 10 | 54 | 0 | 0 | (9:11) (SHOTGUN) 4-T.HEINICKE PASS SHORT LEFT TO 24-A.GIBSON PUSHED OB AT NO 37 FOR 9 YARDS (20-P.WERNER). | 0 | 2021 | 9 | SHOTGUN | PASS | 0 | 1 | 0 | 0 | SHORT LEFT | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | 46 | OPP | 0 | 0 | 0 |
| 6 | 6 | 2021101706 | 2021-10-17 | 3 | 1 | 19 | LA | NYG | 2 | 7 | 54 | 0 | 0 | (1:19) (SHOTGUN) 9-M.STAFFORD PASS SHORT RIGHT TO 1-D.JACKSON TO NYG 40 FOR 6 YARDS (24-J.BRADBERRY). | 0 | 2021 | 6 | SHOTGUN | PASS | 0 | 1 | 0 | 0 | SHORT RIGHT | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | 46 | OPP | 0 | 0 | 0 |
| 7 | 7 | 2021102405 | 2021-10-24 | 4 | 9 | 34 | KC | TEN | 4 | 8 | 58 | 1 | 0 | (9:34) (SHOTGUN) 15-P.MAHOMES PASS DEEP MIDDLE TO 13-B.PRINGLE TO TEN 17 FOR 25 YARDS (21-M.FARLEY; 24-E.MOLDEN). | 0 | 2021 | 25 | SHOTGUN | PASS | 0 | 1 | 0 | 0 | DEEP MIDDLE | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | 42 | OPP | 0 | 0 | 0 |
| 8 | 8 | 2021103101 | 2021-10-31 | 4 | 4 | 53 | BUF | MIA | 1 | 10 | 77 | 0 | 0 | (4:53) 20-Z.MOSS RIGHT TACKLE TO MIA 20 FOR 3 YARDS (70-A.BUTLER, 15-J.PHILLIPS). | 0 | 2021 | 3 | UNDER CENTER | RUSH | 1 | 0 | 0 | 0 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | RIGHT TACKLE | 23 | OPP | 0 | 0 | 0 |
| 9 | 10 | 2021102408 | 2021-10-24 | 2 | 12 | 43 | ARI | HOU | 2 | 4 | 58 | 1 | 0 | (12:43) (NO HUDDLE, SHOTGUN) 2-C.EDMONDS UP THE MIDDLE TO HOU 31 FOR 11 YARDS (20-JU.REID, 37-T.THOMAS). | 0 | 2021 | 11 | NO HUDDLE SHOTGUN | RUSH | 1 | 0 | 0 | 0 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | CENTER | 42 | OPP | 0 | 0 | 0 |
Last rows
| df_index | GameId | GameDate | Quarter | Minute | Second | OffenseTeam | DefenseTeam | Down | ToGo | YardLine | SeriesFirstDown | NextScore | Description | TeamWin | SeasonYear | Yards | Formation | PlayType | IsRush | IsPass | IsIncomplete | IsTouchdown | PassType | IsSack | IsChallenge | IsChallengeReversed | IsMeasurement | IsInterception | IsFumble | IsPenalty | IsTwoPointConversion | IsTwoPointConversionSuccessful | RushDirection | YardLineFixed | YardLineDirection | IsPenaltyAccepted | IsNoPlay | PenaltyYards | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114817 | 44949 | 2018091612 | 2018-09-16 | 3 | 6 | 0 | JAX | NE | 2 | 4 | 36 | 1 | 0 | (6:00) 5-B.BORTLES PASS SHORT MIDDLE TO 17-D.CHARK TO JAX 49 FOR 13 YARDS (24-S.GILMORE). FUMBLES (24-S.GILMORE), RECOVERED BY NE-21-D.HARMON AT NE 48. 21-D.HARMON TO JAX 48 FOR 4 YARDS (72-J.WELLS). | 0 | 2018 | 13 | UNDER CENTER | PASS | 0 | 1 | 0 | 0 | SHORT MIDDLE | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | NaN | 36 | OWN | 0 | 0 | 0 |
| 114818 | 44951 | 2018091613 | 2018-09-16 | 4 | 5 | 45 | NYG | DAL | 1 | 10 | 25 | 1 | 0 | (5:45) (SHOTGUN) 10-E.MANNING PASS SHORT LEFT TO 88-E.ENGRAM TO NYG 36 FOR 11 YARDS (55-L.VANDER ESCH). | 0 | 2018 | 11 | SHOTGUN | PASS | 0 | 1 | 0 | 0 | SHORT LEFT | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | 25 | OWN | 0 | 0 | 0 |
| 114819 | 44953 | 2018091610 | 2018-09-16 | 4 | 10 | 38 | DET | SF | 1 | 10 | 30 | 0 | 0 | (10:38) 9-M.STAFFORD PASS INCOMPLETE DEEP MIDDLE TO 11-M.JONES. | 0 | 2018 | 0 | UNDER CENTER | PASS | 0 | 1 | 1 | 0 | DEEP MIDDLE | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | 30 | OWN | 0 | 0 | 0 |
| 114820 | 44956 | 2018091609 | 2018-09-16 | 2 | 14 | 37 | LA | ARI | 2 | 1 | 89 | 1 | 0 | (14:37) (NO HUDDLE) 30-T.GURLEY RIGHT END FOR 11 YARDS, TOUCHDOWN. | 0 | 2018 | 11 | NO HUDDLE | RUSH | 1 | 0 | 0 | 1 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | RIGHT END | 11 | OPP | 0 | 0 | 0 |
| 114821 | 44966 | 2018091604 | 2018-09-16 | 1 | 1 | 16 | MIA | NYJ | 3 | 1 | 94 | 1 | 0 | (1:16) 32-K.DRAKE UP THE MIDDLE FOR 6 YARDS, TOUCHDOWN. | 0 | 2018 | 6 | UNDER CENTER | RUSH | 1 | 0 | 0 | 1 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | CENTER | 6 | OPP | 0 | 0 | 0 |
| 114822 | 44974 | 2018091601 | 2018-09-16 | 3 | 11 | 8 | BUF | LAC | 1 | 1 | 99 | 1 | 0 | (11:08) 33-C.IVORY UP THE MIDDLE FOR 1 YARD, TOUCHDOWN. | 0 | 2018 | 1 | UNDER CENTER | RUSH | 1 | 0 | 0 | 1 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | CENTER | 1 | OPP | 0 | 0 | 0 |
| 114823 | 44978 | 2018091000 | 2018-09-10 | 3 | 0 | 4 | DET | NYJ | 1 | 10 | 38 | 1 | 0 | (:04) (NO HUDDLE, SHOTGUN) 9-M.STAFFORD PASS SHORT LEFT TO 11-M.JONES TO NYJ 49 FOR 13 YARDS (36-D.MIDDLETON). | 0 | 2018 | 13 | NO HUDDLE SHOTGUN | PASS | 0 | 1 | 0 | 0 | SHORT LEFT | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | 38 | OWN | 0 | 0 | 0 |
| 114824 | 44979 | 2018091000 | 2018-09-10 | 3 | 7 | 0 | DET | NYJ | 1 | 10 | 25 | 0 | 0 | (7:00) (SHOTGUN) 9-M.STAFFORD PASS INCOMPLETE SHORT LEFT TO 15-G.TATE. | 0 | 2018 | 0 | SHOTGUN | PASS | 0 | 1 | 1 | 0 | SHORT LEFT | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | 25 | OWN | 0 | 0 | 0 |
| 114825 | 44991 | 2018090909 | 2018-09-09 | 3 | 14 | 26 | ARI | WAS | 1 | 10 | 52 | 0 | 0 | (14:26) 31-D.JOHNSON UP THE MIDDLE TO WAS 47 FOR 1 YARD (95-D.PAYNE). | 0 | 2018 | 1 | UNDER CENTER | RUSH | 1 | 0 | 0 | 0 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | CENTER | 48 | OPP | 0 | 0 | 0 |
| 114826 | 44993 | 2018090908 | 2018-09-09 | 2 | 7 | 8 | KC | LAC | 2 | 7 | 28 | 1 | 0 | (7:08) (SHOTGUN) 15-P.MAHOMES RIGHT END TO KC 36 FOR 8 YARDS (98-I.ROCHELL). | 0 | 2018 | 8 | SHOTGUN | RUSH | 1 | 0 | 0 | 0 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | RIGHT END | 28 | OWN | 0 | 0 | 0 |